Visualisation and Stats analysis of my ML model

All predictions pulled for my model, visualised and analysed.

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Include back-predicted results

How many days back (0 = all)?

Instrument: EUR_USD

Granularity: M15

Depth: 4


Basic Stats

Number of Samples:5391
Accuracy ( Prediction minus Actual ) mean:-0.00034
Accuracy Standard Deviation:0.00071
Spread on file:0.00005
True range on file:0.0005

Modelling true range:

Modelling spread:

Modelling % of accuracy Standard Deviation:

Total threshold to trade:0.00076
Threshold % of True Range:151.90

No trendPrediction: UpPrediction: NonePrediction: Down
Actual Up12 / 80.0%2357 / 52.0%421 / 50.1%
Actual Down2 / 13.3%2113 / 46.6%418 / 49.8%
Total154536840

Up TrendPrediction: UpPrediction: NonePrediction: Down
Actual Up0 / NaN%0 / NaN%0 / NaN%
Actual Down0 / NaN%0 / NaN%0 / NaN%
Total000

Down TrendPrediction: UpPrediction: NonePrediction: Down
Actual Up0 / NaN%0 / NaN%0 / NaN%
Actual Down0 / NaN%0 / NaN%0 / NaN%
Total000

Variations distribution

-0.00557-0.00325-0.000930.001160.003250.005803006009001200

Prediction difference distribution scatter

-0.00340.00160.0061Actual Change (cents)-0.0034-0.00090.00160.0061Predicted Change (cents)+ σ- σ+ σ- σ

Price distribution scatter

1.09431.14431.1902Actual Change (cents)1.09431.11931.14431.1902Predicted Change (cents)
1.0943